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Technology: Information Technology > Artificial Intelligence > Machine Learning > Neural Networks > Deep Learning (1.00)
Efficient Algorithms for Smooth Minimax Optimization
Kiran K. Thekumparampil, Prateek Jain, Praneeth Netrapalli, Sewoong Oh
Neural Information Processing Systems
In terms of g(, y), we consider two settings - strongly convex and nonconvex - and improve upon the best known rates in both. For strongly-convex g(, y), y, we propose a new direct optimal algorithm combining Mirror-Prox and Nesterov's AGD, and show that it can find global optimum in ร (1/k
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Capacity Bounded Differential Privacy
Kamalika Chaudhuri, Jacob Imola, Ashwin Machanavajjhala
Neural Information Processing Systems
Neural Information Processing Systems http://nips.cc/
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